from pathlib import Path from scgpt.tokenizer import GeneVocab, get_default_gene_vocab def test_gene_vocab(): gene_vocab = GeneVocab([]) assert len(gene_vocab) == 0 gene_vocab.append_token("abc") assert len(gene_vocab) == 1 gene_vocab = GeneVocab(gene_vocab) assert gene_vocab["abc"] == 0 gene_vocab = GeneVocab(["def", "g", "h"], specials=["a", "b", "c"]) assert gene_vocab["a"] == 0 assert gene_vocab["def"] == 3 assert len(gene_vocab) == 6 gene_vocab = GeneVocab(["a"], specials=[""], special_first=False) assert gene_vocab[""] == 1 assert gene_vocab.get_default_index() == 1 def test_gene_vocab_from_dict(): gene_vocab = GeneVocab.from_dict({"a": 0, "b": 1, "c": 2}) assert len(gene_vocab) == 3 assert gene_vocab["a"] == 0 assert gene_vocab["c"] == 2 def test_gene_vocab_from_file(): # current file path test_file = Path(__file__).parent / "vocab.json" gene_vocab = GeneVocab.from_file(test_file) assert len(gene_vocab) == 3 def test_gene_vocab_pad_token(): gene_vocab = GeneVocab(["a", "b", "c"], specials=[""]) assert gene_vocab.pad_token is None gene_vocab.pad_token = "" assert gene_vocab.pad_token == "" def test_get_default_gene_vocab(): gene_vocab = get_default_gene_vocab() assert gene_vocab["A12M1"] == 0